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  • Why this server?

    Provides RAG capabilities for semantic document search, allowing users to add, search, list, and delete documentation with metadata support.

    RagDocs MCP Server

    heltonteixeira
    -
    security
    A
    license
    -
    quality
    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.
    5
    4
    TypeScript
    Apache 2.0

  • Why this server?

    A Model Context Protocol server implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.

    DevDocs MCP

    llmian-space
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.
    3
    Python
    MIT License

  • Why this server?

    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.

    Coding Standards MCP Server

    ggerve
    -
    security
    F
    license
    -
    quality
    Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.
    Python

  • Why this server?

    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

    Coding Assistant Server

    AviOfLagos
    -
    security
    F
    license
    -
    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    10
    JavaScript

  • Why this server?

    Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces.

    Confluence Communication Server

    KS-GEN-AI
    A
    security
    F
    license
    A
    quality
    Enables querying and retrieving content from Confluence through CQL searches and page content fetching, allowing Claude to seamlessly access information stored in Confluence workspaces.
    2
    6
    JavaScript
    • Apple

  • Why this server?

    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

    Coding Assistant Server

    AviOfLagos
    -
    security
    F
    license
    -
    quality
    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    10
    JavaScript

  • Why this server?

    Provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.

    Hugging Face MCP Server

    shreyaskarnik
    Verified
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides Claude and other LLMs with read-only access to Hugging Face Hub APIs, enabling interaction with models, datasets, spaces, papers, and collections through natural language.
    4
    Python
    MIT License
    • Apple

  • Why this server?

    A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.

    MCP GitHub Repository Server

    loglmhq
    -
    security
    A
    license
    -
    quality
    A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.
    3
    JavaScript
    MIT License
    • Apple

  • Why this server?

    Enables access to Fireflies.ai API for retrieving, searching, and summarizing meeting transcripts with various filtering options and formats.

    Fireflies MCP Server

    Props-Labs
    A
    security
    F
    license
    A
    quality
    Enables access to Fireflies.ai API for retrieving, searching, and summarizing meeting transcripts with various filtering options and formats.
    4
    JavaScript
    • Apple